Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health

Adiba Fairooz Chowdhury; Md Sagor Chowdhury

Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health

Adiba Fairooz Chowdhury, Md Sagor Chowdhury

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Anthology ID:: 2025.arabicnlp-sharedtasks.23
Volume:: Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Kareem Darwish, Ahmed Ali, Ibrahim Abu Farha, Samia Touileb, Imed Zitouni, Ahmed Abdelali, Sharefah Al-Ghamdi, Sakhar Alkhereyf, Wajdi Zaghouani, Salam Khalifa, Badr AlKhamissi, Rawan Almatham, Injy Hamed, Zaid Alyafeai, Areeb Alowisheq, Go Inoue, Khalil Mrini, Waad Alshammari
Venue:: ArabicNLP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 155–163
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.23/
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Bibkey:
Cite (ACL):: Adiba Fairooz Chowdhury and Md Sagor Chowdhury. 2025. Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 155–163, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health (Fairooz Chowdhury & Sagor Chowdhury, ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.23.pdf

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@inproceedings{fairooz-chowdhury-sagor-chowdhury-2025-quasar,
    title = "Quasar at {A}ra{H}ealth{QA} Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in {A}rabic Mental Health",
    author = "Fairooz Chowdhury, Adiba  and
      Sagor Chowdhury, Md",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
      Zitouni, Imed  and
      Abdelali, Ahmed  and
      Al-Ghamdi, Sharefah  and
      Alkhereyf, Sakhar  and
      Zaghouani, Wajdi  and
      Khalifa, Salam  and
      AlKhamissi, Badr  and
      Almatham, Rawan  and
      Hamed, Injy  and
      Alyafeai, Zaid  and
      Alowisheq, Areeb  and
      Inoue, Go  and
      Mrini, Khalil  and
      Alshammari, Waad",
    booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.arabicnlp-sharedtasks.23/",
    pages = "155--163",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health
%A Fairooz Chowdhury, Adiba
%A Sagor Chowdhury, Md
%Y Darwish, Kareem
%Y Ali, Ahmed
%Y Abu Farha, Ibrahim
%Y Touileb, Samia
%Y Zitouni, Imed
%Y Abdelali, Ahmed
%Y Al-Ghamdi, Sharefah
%Y Alkhereyf, Sakhar
%Y Zaghouani, Wajdi
%Y Khalifa, Salam
%Y AlKhamissi, Badr
%Y Almatham, Rawan
%Y Hamed, Injy
%Y Alyafeai, Zaid
%Y Alowisheq, Areeb
%Y Inoue, Go
%Y Mrini, Khalil
%Y Alshammari, Waad
%S Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-356-2
%F fairooz-chowdhury-sagor-chowdhury-2025-quasar
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.23/
%P 155-163

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Markdown (Informal)

[Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health](https://aclanthology.org/2025.arabicnlp-sharedtasks.23/) (Fairooz Chowdhury & Sagor Chowdhury, ArabicNLP 2025)

Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health (Fairooz Chowdhury & Sagor Chowdhury, ArabicNLP 2025)

ACL

Adiba Fairooz Chowdhury and Md Sagor Chowdhury. 2025. Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 155–163, Suzhou, China. Association for Computational Linguistics.